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43 Results
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Poster
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Tue 15:15 |
HyTrel: Hypergraph-enhanced Tabular Data Representation Learning Pei Chen · Soumajyoti Sarkar · Leonard Lausen · Balasubramaniam Srinivasan · Sheng Zha · Ruihong Huang · George Karypis |
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Workshop
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Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains Kyungeun Lee · Ye Seul Sim · Hyeseung Cho · Suhee Yoon · Sanghyu Yoon · Woohyung Lim |
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Workshop
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A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning Valeriia Cherepanova · Roman Levin · Gowthami Somepalli · Jonas Geiping · C. Bayan Bruss · Andrew Wilson · Tom Goldstein · Micah Goldblum |
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Workshop
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Augmentation for Context in Financial Numerical Reasoning over Textual and Tabular Data with Large-Scale Language Model Yechan Hwang · Jinsu Lim · Young-Jun Lee · Ho-Jin Choi |
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Workshop
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Fri 9:30 |
Self-supervised Representation Learning from Random Data Projectors Yi Sui · Tongzi Wu · Jesse Cresswell · Ga Wu · George Stein · Xiao Shi Huang · Xiaochen Zhang · Maksims Volkovs |
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Workshop
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Self-supervised Representation Learning from Random Data Projectors Yi Sui · Tongzi Wu · Jesse Cresswell · Ga Wu · George Stein · Xiao Shi Huang · Xiaochen Zhang · Maksims Volkovs |
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Workshop
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Exploring the Retrieval Mechanism for Tabular Deep Learning Felix den Breejen · Sangmin Bae · Stephen Cha · Tae-Young Kim · Seoung Hyun Koh · Se-Young Yun |